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Florian Knoll

Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs

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Jul 01, 2024
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fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI

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Jun 07, 2024
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Accelerated MR Cholangiopancreatography with Deep Learning-based Reconstruction

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May 06, 2024
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Stable deep MRI reconstruction using Generative Priors

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Oct 25, 2022
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Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging

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Mar 23, 2022
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Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI Applications

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Oct 27, 2021
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fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data

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Sep 14, 2021
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Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction

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Feb 12, 2021
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State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge

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Dec 28, 2020
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End-to-End Variational Networks for Accelerated MRI Reconstruction

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Apr 15, 2020
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